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Remote Sensing Based Building Extraction II
Building extraction from remote sensing data plays an important role in geospatial applications such as urban planning, disaster management, navigation, and updating geographic databases.
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This article has been retracted, and the retraction notice can be found here: http://dx.doi.org/10.4108/eai.8-4-2022.173801 The application of building extraction involves a wide range of fields, including urban planning, land use analysis and change ...
Yian Xu
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Wolsey Building, King Street, 1971
Photo of the demolition of the Wolsey Building in King Street on 03/10 ...
Calow, Dennis;
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Building extraction based on remote sensing images has been widely used in many industries. However, state-of-the-art methods produce an incomplete segmentation of buildings owing to unstable multi-scale context aggregation and a lack of consideration of
Zhenqing Wang +6 more
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MFFNet: A Building Extraction Network for Multi-Source High-Resolution Remote Sensing Data
The use of deep learning methods to extract buildings from remote sensing images is a key contemporary research focus, and traditional deep convolutional networks continue to exhibit limitations in this regard. This study introduces a novel multi-feature
Keliang Liu +4 more
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Using robust methods for automatic extraction of buildings [PDF]
We present a system for modeling buildings from a single correlation-based Digital Elevation Model (DEM). The model is constructed in two stages. The first stage segments the DEM into planar surface patches that describe the building. The second stage generates the final polygonal model of the building using weak geometric constraints.
Vestri, Christophe, Devernay, Frédéric
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Multi-Building Extraction and Alignment for As-Built Point Clouds: A Case Study With Crane Cameras
Automatic reality capture and monitoring of construction sites can reduce costs, accelerate timelines and improve quality in construction projects. Recently, automatic close-range capture of the state of large construction sites has become possible ...
Mustafa K. Masood +3 more
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Fast and Robust Building Extraction Based on HSV Color Analysis Using Color Segmentation and GrabCut
In this paper, we propose a method for automatically extracting buildings from scenery images. The method utilizes color segmentation and GrabCut on the basis of the fact that the background regions of scenery images tend to be found in the upper and ...
Takuya Futagami +2 more
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Graph Search and its Application in Building Extraction from High Resolution Remote Sensing Imagery [PDF]
Building extraction using Hough transformation and cycle ...
Cui, Shiyong +5 more
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EANet: Edge-Aware Network for the Extraction of Buildings from Aerial Images
Deep learning methods have been used to extract buildings from remote sensing images and have achieved state-of-the-art performance. Most previous work has emphasized the multi-scale fusion of features or the enhancement of more receptive fields to ...
Guang Yang, Qian Zhang, Guixu Zhang
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